04:00
2026-08-18
arxiv.org
artificial-intelligence
Class Imbalance and Batch Effects in LLM-Based Screening for Systematic Reviews
A study submitted to arXiv on 13 Aug 2026 found that providing prevalence metadata to large language models (LLMs) did not improve their performance in imbalanced binary classification tasks, specific…